AI in LAW practice
Legal professionals are navigating a shift that no prior generation of lawyers has faced: machine-generated analysis entering courtrooms, contracts, and compliance workflows.
Household Guide runs structured seminars that examine this shift directly — what these tools do, where they fail, and what practitioners need to understand before relying on them.
About the platform
What DRIVES this work
Household Guide was built around a specific gap: most legal education treats AI as a future concern, while practitioners are already encountering it in document review, contract generation, and predictive analytics. The seminars address that gap with current, specific content.
Each session is structured around real scenarios — a contract clause produced by a language model, a risk score generated by a predictive tool, a jurisdiction where automated decisions are already in use. Participants examine these cases and discuss their implications.
The people behind HOUSEHOLD GUIDE
A small team of legal educators and technology researchers who believe that understanding a tool's limits is as important as knowing how to use it.
Structured depth
Sessions move from foundational concepts to contested edge cases, giving participants a layered understanding rather than surface-level familiarity.
Practitioner focus
Content is built for working legal professionals — not students or general audiences. Examples draw from active practice areas and current tooling.
Peer exchange
Each seminar includes structured discussion segments where participants share how AI tools have appeared in their own practice — problems, surprises, and open questions.
Tomasz Wierzbicki
Program Director
Tomasz spent over a decade advising on technology policy in civil law jurisdictions before shifting to education. He leads curriculum development and moderates the advanced seminar track.
Brigitte Fonteneau
Research Lead
Brigitte focuses on how algorithmic tools intersect with due process requirements across different legal systems. She contributes case material and facilitates the ethics-oriented sessions.
